Triple
T19186818
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | A safe operating space for humanity |
E469722
|
entity |
| Predicate | hasAuthor |
P4244
|
FINISHED |
| Object |
Terry Hughes
Terry Hughes is a prominent Australian marine biologist and coral reef expert, best known for his influential research on the Great Barrier Reef and global coral bleaching.
|
E1362984
|
NE FINISHED |
How this triple was built (4 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Terry Hughes | Statement: [A safe operating space for humanity, hasAuthor, Terry Hughes]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Terry Hughes Context triple: [A safe operating space for humanity, hasAuthor, Terry Hughes]
-
A.
Terry Hughes
Terry Hughes is a British television director and producer known for his work on acclaimed comedy series such as "Ripping Yarns" and "The Golden Girls."
-
B.
Frank John Hughes
Frank John Hughes is an American actor best known for his role as World War II paratrooper William "Wild Bill" Guarnere in the HBO miniseries "Band of Brothers."
-
C.
Terry Tumey
Terry Tumey is an American college athletics administrator and former UCLA football player and NFL defensive lineman who serves as the athletic director at Fresno State.
-
D.
Bruce Fowle
Bruce Fowle is an American architect and co-founder of the firm FXFOWLE (now FXCollaborative), known for his work on prominent sustainable and high-rise buildings in New York City.
-
E.
James Murch
James Murch is an Australian businessman best known as the husband of Olympic gold medal-winning sprinter Cathy Freeman.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Terry Hughes Triple: [A safe operating space for humanity, hasAuthor, Terry Hughes]
Generated description
Terry Hughes is a prominent Australian marine biologist and coral reef expert, best known for his influential research on the Great Barrier Reef and global coral bleaching.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Terry Hughes Target entity description: Terry Hughes is a prominent Australian marine biologist and coral reef expert, best known for his influential research on the Great Barrier Reef and global coral bleaching.
-
A.
Terry Hughes
Terry Hughes is a British television director and producer known for his work on acclaimed comedy series such as "Ripping Yarns" and "The Golden Girls."
-
B.
Frank John Hughes
Frank John Hughes is an American actor best known for his role as World War II paratrooper William "Wild Bill" Guarnere in the HBO miniseries "Band of Brothers."
-
C.
Terry Tumey
Terry Tumey is an American college athletics administrator and former UCLA football player and NFL defensive lineman who serves as the athletic director at Fresno State.
-
D.
Bruce Fowle
Bruce Fowle is an American architect and co-founder of the firm FXFOWLE (now FXCollaborative), known for his work on prominent sustainable and high-rise buildings in New York City.
-
E.
James Murch
James Murch is an Australian businessman best known as the husband of Olympic gold medal-winning sprinter Cathy Freeman.
- F. None of above. chosen
Provenance (5 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69d8dd0ad9088190a173b32657ae2e7a |
completed | April 10, 2026, 11:20 a.m. |
| NER | Named-entity recognition | batch_69e5f620f1f08190a0daaf0d1483d724 |
completed | April 20, 2026, 9:47 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a06f8ba0a508190af6adb8ff3b8969e |
completed | May 15, 2026, 10:43 a.m. |
| NEDg | Description generation | batch_6a06f987d3e88190ade6412afd3e1426 |
completed | May 15, 2026, 10:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a06fa6c6e5481909beb3a33517264f3 |
completed | May 15, 2026, 10:50 a.m. |
Created at: April 10, 2026, 12:07 p.m.